Graph
agenticnotetaking/arscontexta
Interactive knowledge graph analysis. An agent skill from agenticnotetaking/arscontexta.
当用户需要把企业资料、官网、产品、客户案例、人物、地点、证据源和场景词整理成品牌实体知识图谱时使用；用于知识库升级、页面结构设计、监测纠偏、品牌百科化和 AI 内容一致性治理。
MITAuto-check passed
Install Yao Geo Brand Graph
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-brand-graph --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/yao-geo-brand-graph .claude/skills/yao-geo-brand-graph && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "yao-geo-brand-graph" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph into .claude/skills/yao-geo-brand-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-brand-graph", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graphType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-brand-graph --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/yao-geo-brand-graph .agents/skills/yao-geo-brand-graph && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "yao-geo-brand-graph" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph into .agents/skills/yao-geo-brand-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-brand-graph", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-brand-graph --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/yao-geo-brand-graph .cursor/skills/yao-geo-brand-graph && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "yao-geo-brand-graph" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph into .cursor/skills/yao-geo-brand-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-brand-graph", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/yaojingang/yao-geo-skills.git --path skills/yao-geo-brand-graph--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-brand-graph --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/yao-geo-brand-graph .gemini/skills/yao-geo-brand-graph && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "yao-geo-brand-graph" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph into .gemini/skills/yao-geo-brand-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-brand-graph", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install yaojingang/yao-geo-skills yao-geo-brand-graphInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/yao-geo-brand-graph .github/skills/yao-geo-brand-graph && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "yao-geo-brand-graph" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph into .github/skills/yao-geo-brand-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-brand-graph", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-brand-graph --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/yao-geo-brand-graph .opencode/skills/yao-geo-brand-graph && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "yao-geo-brand-graph" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph into .opencode/skills/yao-geo-brand-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-brand-graph", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
yao-geo-brand-graph- GitHub stars
- 871
- Token cost
- ~397 tokens
- SKILL.md length
- 84 words
- Files
- 28 (incl. scripts, references)
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- MIT
At a glance
当用户需要把企业资料、官网、产品、客户案例、人物、地点、证据源和场景词整理成品牌实体知识图谱时使用；用于知识库升级、页面结构设计、监测纠偏、品牌百科化和 AI 内容一致性治理。
- Works in 7 steps: 按 references/skill-method.md… → 按 references/real-data-acquisition.md… → 按 mention -> candidate -> canonical… → …
- SKILL.md covers 执行流程, 排版质量门 and 工具入口
What it does
Yao Geo Brand Graph is an agent skill from yaojingang/yao-geo-skills. 当用户需要把企业资料、官网、产品、客户案例、人物、地点、证据源和场景词整理成品牌实体知识图谱时使用；用于知识库升级、页面结构设计、监测纠偏、品牌百科化和 AI 内容一致性治理。
Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. The skill folder holds 32 other files, including scripts and reference files (for example `agents/interface.yaml`, `evals/expected_artifacts.json` and `evals/failure_cases.md`).
The repository describes itself as: An open-source Skill collection for GEO content and workflows, continuously updated. The licence is MIT.
Example prompts
- “/yao-geo-brand-graph”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- 按 references/skill-method.md 建立来源账本，区分官网、官方文档、投资者关系、客户案例、第三方资料和待确认素材。
- 按 references/real-data-acquisition.md 对来源 URL 做自动连通核验；能访问的来源进入真实数据样本，受限来源进入人工复核。
- 按 mention -> candidate -> canonical entity 做实体消歧。
- 按 references/entity-schema.md 抽取品牌、产品、服务、功能、技术、行业、用户、场景、客户、案例、证据、地点、时间。
- 按 references/evidence-policy.md 抽取有方向的关系边，每条关系必须有证据 ID。
- 先做完整性自检：权威参考、来源覆盖、真实数据来源核验、实体覆盖、关系证据、Schema 一致性、内容资产对齐、国内 AI 平台监测闭环和隐私授权缺口。
- 输出实体清单、关系清单、可信等级、消歧表、Mermaid、JSON-LD、RDF 三元组、国内 AI 平台测试场景和补强建议。
What it can do on your machine
Read from SKILL.md and the folder at commit d21bfc1. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
x.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Yao Geo Brand Graph loads about 397 tokens when it runs, and up to ~3.3k if it reads all its reference files. Until then it costs about 27 tokens; SKILL.md has 84 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from yaojingang/yao-geo-skills at commit d21bfc1, republished under its MIT licence (© yaojingang). 84 words, ~397 tokens.
Download SKILL.mdSave it as
.claude/skills/yao-geo-brand-graph/SKILL.md (or your agent's skills folder). This skill also uses 27 other files; get the full folder from GitHub.- name
- yao-geo-brand-graph
- description
- 当用户需要把企业资料、官网、产品、客户案例、人物、地点、证据源和场景词整理成品牌实体知识图谱时使用；用于知识库升级、页面结构设计、监测纠偏、品牌百科化和 AI 内容一致性治理。
<!--
Copyright © 2026 姚金刚. All rights reserved.
Project: yao-geo-brand-graph
Created by: 姚金刚
Date: 2026-05-16
X: https://x.com/yaojingang
-->Yao GEO Brand Graph
执行流程
- 按
references/skill-method.md建立来源账本，区分官网、官方文档、投资者关系、客户案例、第三方资料和待确认素材。 - 按
references/real-data-acquisition.md对来源 URL 做自动连通核验；能访问的来源进入真实数据样本，受限来源进入人工复核。 - 按 mention -> candidate -> canonical entity 做实体消歧。
- 按
references/entity-schema.md抽取品牌、产品、服务、功能、技术、行业、用户、场景、客户、案例、证据、地点、时间。 - 按
references/evidence-policy.md抽取有方向的关系边，每条关系必须有证据 ID。 - 先做完整性自检：权威参考、来源覆盖、真实数据来源核验、实体覆盖、关系证据、Schema 一致性、内容资产对齐、国内 AI 平台监测闭环和隐私授权缺口。
- 输出实体清单、关系清单、可信等级、消歧表、Mermaid、JSON-LD、RDF 三元组、国内 AI 平台测试场景和补强建议。
排版质量门
- Word 必须使用横向页面、真实 w:tbl 表格、固定 dxa 表宽，禁止自动表宽撑出页面。
- Word 表格网格总宽必须小于正文宽度，并保留右侧安全边距。
- URL、英文实体 ID、英文产品名和长英文短语必须在单元格内主动断行。
- HTML/PDF 按 kami paper long-doc 风格排版：暖米纸底、ivory 内容面、油墨蓝点缀、暖灰边框、serif 标题、紧凑长文档节奏。
- HTML 可视化报告必须有固定跟随的目录菜单；PDF 打印版可隐藏菜单以保持正文排版。
- 报告必须包含系统化分析模块，不能只输出基础实体表和图谱图。
工具入口
scripts/render_yao_geo_brand_graph.py：从结构化report_input.json生成 Word、PDF、HTML、Markdown 和quality-report.json。scripts/collect_source_validation.py：读取来源账本，自动采样 URL 可达性、页面标题和核验时间，并可写回source_validation。examples/hubspot-domestic-ai-test/report_input.json：HubSpot 国内 AI 平台测试样例输入。templates/brief-template.md：项目输入简报模板。evals/expected_artifacts.json：必要文件和示例交付检查清单。reports/output-risk-profile.md与reports/artifact-design-profile.md：输出风险和排版设计约束。
© yaojingang, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 27 other files (scripts, references) in skills/yao-geo-brand-graph of yaojingang/yao-geo-skills.
- SKILL.md
- agents/interface.yaml
- evals/expected_artifacts.json
- evals/failure_cases.md
- evals/rubric.md
- evals/trigger_cases.json
- examples/hubspot-domestic-ai-test/hubspot-domestic-ai-yao-geo-brand-graph.docx
- examples/hubspot-domestic-ai-test/hubspot-domestic-ai-yao-geo-brand-graph.html
- examples/hubspot-domestic-ai-test/hubspot-domestic-ai-yao-geo-brand-graph.md
- examples/hubspot-domestic-ai-test/hubspot-domestic-ai-yao-geo-brand-graph.pdf
- examples/hubspot-domestic-ai-test/quality-report.json
- examples/hubspot-domestic-ai-test/report_input.json
- examples/hubspot-domestic-ai-test/source-validation.generated.json
- manifest.json
- references/entity-schema.md
- references/evidence-policy.md
- … and 12 more
Open the folder on GitHubat commit d21bfc1
Compare with similar skills
Yao Geo Brand Graph next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Yao Geo Brand Graph this skillyaojingang/yao-geo-skills | 871 | — | ~397 | Automated safety check: Pass | MIT | |
| Graphagenticnotetaking/arscontexta | 3.5k | — | ~4.9k | Automated safety check: Notes | MIT | |
| Bigquery Graphgoogle/adk-python | 22k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| Code Review Graph Buildertirth8205/code-review-graph | 32k | — | ~295 | Automated safety check: Pass | MIT | |
| Geo Meta Tags Auditthedaviddias/Front-End-Checklist | 74k | — | ~763 | Automated safety check: Pass | MIT | |
| Mini Context Graphgithub/awesome-copilot | 40k | 1 repos | ~2k | Automated safety check: Pass | MIT |
Similar skills
- Official
Bigquery Graph
google/adk-python
Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph.
Code Review Graph Builder
tirth8205/code-review-graph
Builds or incrementally updates the code-review knowledge graph for a repository and reports whether the build succeeded, partly or failed.
Geo Meta Tags Audit
thedaviddias/Front-End-Checklist
Audits and fixes geo.region, geo.placename and geo.position meta tags on regional pages, noting where they help (Bing) and where they do not (Google).
- Official
Mini Context Graph
github/awesome-copilot
A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph.
Graph
atopile/atopile
How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup.
More from yaojingang/yao-geo-skills
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yaojingang/yao-geo-skills
Build evidence-backed GEO brand knowledge bases from official sites, product pages, help centers, white papers, sales materials, media releases, certifications, and trusted third-party sources.
Yao Geo Title Optimizer
yaojingang/yao-geo-skills
A skill your agent uses when Chinese content teams need GEO title candidates, scoring, compliance review, or title-to-article mapping for articles, pages, FAQs, comparisons, and topic hubs.
Yao Geo Tracking
yaojingang/yao-geo-skills
Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature…
Yao Deepseek Crawler
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A skill your agent uses when a user provides DeepSeek web AI-search keywords, repeat count, target entity, and entity type, then needs repeated fresh-window crawls aggregated into JSON plus a Kami…
Yao Geo Execution Roadmap
yaojingang/yao-geo-skills
当用户需要把 GEO 全景诊断、机会地图、AI 平台采样结论或品牌事实底座转成 30/60/90 天综合实施方案时使用，输出页面技术、内容矩阵、标题体系、知识库、外部证据、监测闭环、角色分工、验收指标和四格式报告；覆盖 DeepSeek、豆包、千问、Kimi、元宝；不用于从零做全景采样诊断或只写单篇内容。
Yao Geo Intent Miner
yaojingang/yao-geo-skills
A skill your agent uses when a user asks for GEO 意图拓词、AI 搜索意图挖掘、AI 搜索问题集、问题簇、追问链路、查询重写、内容选题库、FAQ 题库、监测 Prompt 库, or AI Intent Miner.
Questions about Yao Geo Brand Graph
What does Yao Geo Brand Graph do?
当用户需要把企业资料、官网、产品、客户案例、人物、地点、证据源和场景词整理成品牌实体知识图谱时使用；用于知识库升级、页面结构设计、监测纠偏、品牌百科化和 AI 内容一致性治理。. Yao Geo Brand Graph is an agent skill from yaojingang/yao-geo-skills.
How do I install Yao Geo Brand Graph in Claude Code?
Run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a claude-code`. Or copy the skill folder (skills/yao-geo-brand-graph in yaojingang/yao-geo-skills) into .claude/skills/yao-geo-brand-graph in your project. Claude Code loads it when a task matches its description.
How do I install Yao Geo Brand Graph in Codex?
Run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a codex`. Or copy the skill folder (skills/yao-geo-brand-graph in yaojingang/yao-geo-skills) into .agents/skills/yao-geo-brand-graph in your project. Codex loads it when a task matches its description.
Can I use Yao Geo Brand Graph in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-brand-graph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yao-geo-brand-graph, .gemini/skills/yao-geo-brand-graph, .github/skills/yao-geo-brand-graph and .opencode/skills/yao-geo-brand-graph in your project.
What does Yao Geo Brand Graph need to run?
SKILL.md names no scripts, command-line tools or credentials: Yao Geo Brand Graph is instructions for the agent only.
Does Yao Geo Brand Graph access the network?
SKILL.md names 1 domain. As links in the text: x.com. This is read from the text; nothing was executed.
Is Yao Geo Brand Graph safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Yao Geo Brand Graph use?
Yao Geo Brand Graph is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Yao Geo Brand Graph use?
About 397 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.9k tokens, read only when the agent opens those files.
What are the alternatives to Yao Geo Brand Graph?
Skills that share tags, products or a category with Yao Geo Brand Graph: Graph (agenticnotetaking/arscontexta, 3.5k stars), Bigquery Graph (google/adk-python, 22k stars), Code Review Graph Builder (tirth8205/code-review-graph, 32k stars) and Geo Meta Tags Audit (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Yao Geo Brand Graph?
yaojingang (a GitHub user) maintains it in yaojingang/yao-geo-skills, which has 871 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 1, 2026.
Source: yaojingang/yao-geo-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.